Package Containing Modular CMA-ES optimizer
Project description
ModularCMAES ![Unittest](https://pypi-camo.freetls.fastly.net/e529293505c5c6f284ad72c3d7a5c47859be4621/68747470733a2f2f6769746875622e636f6d2f494f4870726f66696c65722f4d6f64756c6172434d4145532f776f726b666c6f77732f556e6974746573742f62616467652e737667)
This is a restructured version of the Modular CMA-ES framework, first introduced in ... Its modular design allows for the creation of thousands of variants of the CMA-ES algorithm.
Installation
Installation can be done via pip, using:
$ pip install modcma
Usage
To optimize a single function, we provide a basic fmin interface, which can be used as follows: '' from modcma import modularcmaes modularcmaes.fmin(func=sum, dim=5, maxfun=100) ''
Running tests
$ python3 -m unittest discover
Running optimizer
$ python3 -m modcma [-h] [-f FID] [-d DIM] [-i ITERATIONS] [-l] [-c] [-L LABEL] [-s SEED] [-a ARGUMENTS [ARGUMENTS ...]]
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